Image Inpainting on CelebA-HQ 256x256 (test)
0.147FIDRDBM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RDBMresolution=256x2562025.10 | 0.147 | — | — | 37.88 | 0.965 | 0.031 | |
| RDDMresolution=256x2562025.10 | 0.167 | — | — | 23.94 | 0.852 | 0.119 | |
| ReFlowresolution=256x2562025.10 | 0.307 | — | — | 23.53 | 0.822 | 0.149 | |
| GOUBresolution=256x2562025.10 | 0.321 | — | — | 31.56 | 0.92 | 0.065 | |
| I2SBresolution=256x2562025.10 | 0.379 | — | — | 27.34 | 0.89 | 0.054 | |
| BBDMresolution=256x2562025.10 | 0.386 | — | — | 20.36 | 0.653 | 0.169 | |
| DDPMresolution=256x2562025.10 | 0.526 | — | — | 19.22 | 0.746 | 0.126 | |
| MATmask_type=Small Mask2022.03 | 2.94 | 20.88 | 32.01 | — | — | — | |
| LaMamask_type=Small Mask2022.03 | 3.98 | 8.82 | 22.57 | — | — | — | |
| GOUB2023.12 | 4.3 | — | — | 28.98 | 0.9067 | 0.037 | |
| MATmask_type=Large Mask2022.03 | 5.16 | 13.9 | 25.13 | — | — | — | |
| ICTmask_type=Small Mask2022.03 | 5.24 | 4.51 | 17.39 | — | — | — | |
| EdgeConnectmask_type=Small Mask2022.03 | 5.24 | 5.61 | 15.65 | — | — | — | |
| DeepFill v2mask_type=Small Mask2022.03 | 5.69 | 6.62 | 16.82 | — | — | — | |
| LaMamask_type=Large Mask2022.03 | 8.75 | 2.34 | 8.77 | — | — | — | |
| AOT GANmask_type=Small Mask2022.03 | 9.64 | 5.61 | 14.62 | — | — | — | |
| MADFmask_type=Small Mask2022.03 | 10.43 | 6.25 | 14.62 | — | — | — | |
| ICTmask_type=Large Mask2022.03 | 10.92 | 0.9 | 5.23 | — | — | — | |
| LCDM-BAOABMask=Fixed2026.05 | 11.33 | — | — | — | — | 0.0421 | |
| EdgeConnectmask_type=Large Mask2022.03 | 12.16 | 0.84 | 2.31 | — | — | — | |
| Mean-ODE2023.12 | 12.24 | — | — | 31.39 | 0.9392 | 0.052 | |
| DeepFill v2mask_type=Large Mask2022.03 | 13.23 | 0.84 | 2.62 | — | — | — | |
| DDNMMask=Fixed2026.05 | 13.82 | — | — | — | — | 0.0579 | |
| AOT GANmask_type=Large Mask2022.03 | 22.91 | 0.47 | 1.65 | — | — | — | |
| MADFmask_type=Large Mask2022.03 | 23.59 | 0.5 | 1.44 | — | — | — | |
| IR-SDE2023.12 | 25.13 | — | — | 28.37 | 0.9166 | 0.046 | |
| PromptIR2023.12 | 32.69 | — | — | 30.22 | 0.918 | 0.068 | |
| DDRM2023.12 | 37.02 | — | — | 27.16 | 0.8993 | 0.089 |